Reading Time: 4 minutesThe Tensor Processing Unit (TPU) is a custom-built Application-Specific Integrated Circuit (ASIC) developed by Google to accelerate AI and machine learning workloads. Its creation was driven by the unsustainable computational and energy demands of running deep neural networks on general-purpose hardware like CPUs and GPUs.